Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 9626 |
| Missing cells | 8650 |
| Missing cells (%) | 5.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.3 MiB |
| Average record size in memory | 144.0 B |
Variable types
| Categorical | 2 |
|---|---|
| Numeric | 16 |
name has a high cardinality: 9626 distinct values | High cardinality |
morningstar_category has a high cardinality: 119 distinct values | High cardinality |
ytdDaily is highly correlated with yr1 and 6 other fields | High correlation |
yr1 is highly correlated with ytdDaily and 6 other fields | High correlation |
yr3 is highly correlated with ytdDaily and 7 other fields | High correlation |
yr5 is highly correlated with ytdDaily and 6 other fields | High correlation |
yr10 is highly correlated with ytdDaily and 6 other fields | High correlation |
life_of_fund is highly correlated with ytdDaily and 6 other fields | High correlation |
net_expense_ratio is highly correlated with gross_expense_ratio | High correlation |
gross_expense_ratio is highly correlated with net_expense_ratio | High correlation |
risk is highly correlated with ytdDaily and 6 other fields | High correlation |
std_dev is highly correlated with ytdDaily and 6 other fields | High correlation |
sharpe_ratio_3_yr is highly correlated with yr3 | High correlation |
ytdDaily is highly correlated with yr1 and 5 other fields | High correlation |
yr1 is highly correlated with ytdDaily and 5 other fields | High correlation |
yr3 is highly correlated with ytdDaily and 7 other fields | High correlation |
yr5 is highly correlated with ytdDaily and 8 other fields | High correlation |
yr10 is highly correlated with ytdDaily and 7 other fields | High correlation |
life_of_fund is highly correlated with yr3 and 3 other fields | High correlation |
morningstar_rating_overall is highly correlated with yr5 and 1 other fields | High correlation |
risk is highly correlated with ytdDaily and 5 other fields | High correlation |
std_dev is highly correlated with ytdDaily and 6 other fields | High correlation |
sharpe_ratio_3_yr is highly correlated with yr3 and 1 other fields | High correlation |
ytdDaily is highly correlated with yr1 and 4 other fields | High correlation |
yr1 is highly correlated with ytdDaily and 5 other fields | High correlation |
yr3 is highly correlated with yr1 and 5 other fields | High correlation |
yr5 is highly correlated with ytdDaily and 6 other fields | High correlation |
yr10 is highly correlated with ytdDaily and 6 other fields | High correlation |
life_of_fund is highly correlated with yr3 and 2 other fields | High correlation |
net_expense_ratio is highly correlated with gross_expense_ratio | High correlation |
gross_expense_ratio is highly correlated with net_expense_ratio | High correlation |
risk is highly correlated with ytdDaily and 5 other fields | High correlation |
std_dev is highly correlated with ytdDaily and 5 other fields | High correlation |
ytdDaily is highly correlated with yr1 and 5 other fields | High correlation |
yr1 is highly correlated with ytdDaily and 8 other fields | High correlation |
yr3 is highly correlated with ytdDaily and 7 other fields | High correlation |
yr5 is highly correlated with ytdDaily and 8 other fields | High correlation |
yr10 is highly correlated with ytdDaily and 8 other fields | High correlation |
life_of_fund is highly correlated with yr1 and 6 other fields | High correlation |
net_expense_ratio is highly correlated with sharpe_ratio_3_yr | High correlation |
morningstar_rating_overall is highly correlated with yr5 and 3 other fields | High correlation |
risk is highly correlated with ytdDaily and 8 other fields | High correlation |
std_dev is highly correlated with ytdDaily and 8 other fields | High correlation |
sharpe_ratio_3_yr is highly correlated with yr1 and 6 other fields | High correlation |
beta is highly correlated with r2 | High correlation |
r2 is highly correlated with yr1 and 2 other fields | High correlation |
ytdDaily has 267 (2.8%) missing values | Missing |
yr1 has 106 (1.1%) missing values | Missing |
yr3 has 422 (4.4%) missing values | Missing |
yr5 has 704 (7.3%) missing values | Missing |
yr10 has 2343 (24.3%) missing values | Missing |
morningstar_rating_overall has 524 (5.4%) missing values | Missing |
std_dev has 472 (4.9%) missing values | Missing |
sharpe_ratio_3_yr has 472 (4.9%) missing values | Missing |
beta has 1437 (14.9%) missing values | Missing |
r2 has 1437 (14.9%) missing values | Missing |
last_dividend has 448 (4.7%) missing values | Missing |
last_dividend is highly skewed (γ1 = 37.00553154) | Skewed |
name is uniformly distributed | Uniform |
name has unique values | Unique |
r2 has 119 (1.2%) zeros | Zeros |
minimum_investment has 467 (4.9%) zeros | Zeros |
last_dividend has 517 (5.4%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-10 17:53:37.783248 |
|---|---|
| Analysis finished | 2021-11-10 17:54:16.283880 |
| Duration | 38.5 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 9626 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 75.3 KiB |
| BlackRock High Yield Bond Portfolio Investor C Shares (BHYCX) | 1 |
|---|---|
| BlackRock Advantage Large Cap Value Fund Institutional Shares (MALVX) | 1 |
| Catalyst/Lyons Tactical Allocation Fund Class I (CLTIX) | 1 |
| BlackRock Advantage International Fund Investor C Shares (BROCX) | 1 |
| TIAA-CREF S&P 500 Index Fund Institutional Class (TISPX) | 1 |
| Other values (9621) |
Length
| Max length | 103 |
|---|---|
| Median length | 52 |
| Mean length | 53.14949096 |
| Min length | 18 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 9626 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Baron Partners Fund Institutional Shares (BPTIX) |
|---|---|
| 2nd row | Baron Partners Fund Retail Shares (BPTRX) |
| 3rd row | Morgan Stanley Institutional Fund, Inc. Inception Portfolio Class I (MSSGX) |
| 4th row | Morgan Stanley Institutional Fund, Inc. Inception Portfolio Class A (MSSMX) |
| 5th row | Morgan Stanley Institutional Fund, Inc. Inception Portfolio Class C (MSCOX) |
Common Values
| Value | Count | Frequency (%) |
| BlackRock High Yield Bond Portfolio Investor C Shares (BHYCX) | 1 | < 0.1% |
| BlackRock Advantage Large Cap Value Fund Institutional Shares (MALVX) | 1 | < 0.1% |
| Catalyst/Lyons Tactical Allocation Fund Class I (CLTIX) | 1 | < 0.1% |
| BlackRock Advantage International Fund Investor C Shares (BROCX) | 1 | < 0.1% |
| TIAA-CREF S&P 500 Index Fund Institutional Class (TISPX) | 1 | < 0.1% |
| AlphaCentric LifeSci Healthcare Fund Class I (LYFIX) | 1 | < 0.1% |
| USAA Intermediate-Term Bond Fund Class A (UITBX) | 1 | < 0.1% |
| Thornburg Small/Mid Cap Growth Fund Class C (TCGCX) | 1 | < 0.1% |
| Wasatch International Select Fund Investor Class Shares (WAISX) | 1 | < 0.1% |
| Putnam Multi-Asset Absolute Return Fund Class C (PDMCX) | 1 | < 0.1% |
| Other values (9616) | 9616 |
Length
| Value | Count | Frequency (%) |
| fund | 8862 | 11.5% |
| class | 7796 | 10.1% |
| a | 2620 | 3.4% |
| c | 1808 | 2.4% |
| income | 1303 | 1.7% |
| i | 1259 | 1.6% |
| institutional | 1251 | 1.6% |
| shares | 1098 | 1.4% |
| bond | 1074 | 1.4% |
| growth | 960 | 1.2% |
| Other values (11318) | 48901 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 119 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 75.3 KiB |
| Large Growth | 515 |
|---|---|
| Large Blend | 503 |
| Large Value | 465 |
| High Yield Bond | 283 |
| Diversified Emerging Mkts | 280 |
| Other values (114) |
Length
| Max length | 36 |
|---|---|
| Median length | 16 |
| Mean length | 17.23332641 |
| Min length | 6 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Large Growth |
|---|---|
| 2nd row | Large Growth |
| 3rd row | Small Growth |
| 4th row | Small Growth |
| 5th row | Small Growth |
Common Values
| Value | Count | Frequency (%) |
| Large Growth | 515 | 5.4% |
| Large Blend | 503 | 5.2% |
| Large Value | 465 | 4.8% |
| High Yield Bond | 283 | 2.9% |
| Diversified Emerging Mkts | 280 | 2.9% |
| Allocation--50% to 70% Equity | 250 | 2.6% |
| Mid-Cap Growth | 245 | 2.5% |
| Small Blend | 242 | 2.5% |
| Small Growth | 231 | 2.4% |
| Foreign Large Blend | 230 | 2.4% |
| Other values (109) | 6382 |
Length
| Value | Count | Frequency (%) |
| large | 1970 | 8.4% |
| bond | 1621 | 6.9% |
| growth | 1318 | 5.6% |
| blend | 1290 | 5.5% |
| value | 999 | 4.2% |
| muni | 935 | 4.0% |
| equity | 903 | 3.8% |
| world | 670 | 2.8% |
| small | 637 | 2.7% |
| to | 594 | 2.5% |
| Other values (130) | 12585 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 3731 |
|---|---|
| Distinct (%) | 39.9% |
| Missing | 267 |
| Missing (%) | 2.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.84168821 |
| Minimum | -22.09 |
|---|---|
| Maximum | 83.85 |
| Zeros | 8 |
| Zeros (%) | 0.1% |
| Negative | 1240 |
| Negative (%) | 12.9% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | -22.09 |
|---|---|
| 5-th percentile | -1.621 |
| Q1 | 1.89 |
| median | 11.97 |
| Q3 | 22.07 |
| 95-th percentile | 32.341 |
| Maximum | 83.85 |
| Range | 105.94 |
| Interquartile range (IQR) | 20.18 |
Descriptive statistics
| Standard deviation | 12.13765285 |
|---|---|
| Coefficient of variation (CV) | 0.945175794 |
| Kurtosis | 0.5911216272 |
| Mean | 12.84168821 |
| Median Absolute Deviation (MAD) | 10.09 |
| Skewness | 0.6123101071 |
| Sum | 120185.36 |
| Variance | 147.3226168 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 40 | 0.4% |
| 0.02 | 15 | 0.2% |
| -0.43 | 13 | 0.1% |
| 0.06 | 13 | 0.1% |
| -0.04 | 13 | 0.1% |
| 1.06 | 13 | 0.1% |
| 0.22 | 12 | 0.1% |
| 0.54 | 12 | 0.1% |
| -0.51 | 11 | 0.1% |
| 0.11 | 11 | 0.1% |
| Other values (3721) | 9206 | |
| (Missing) | 267 | 2.8% |
| Value | Count | Frequency (%) |
| -22.09 | 1 | |
| -21.56 | 1 | |
| -21.41 | 1 | |
| -21.2 | 1 | |
| -21.09 | 1 | |
| -20.69 | 1 | |
| -20.58 | 1 | |
| -20.43 | 1 | |
| -20.07 | 1 | |
| -19.38 | 1 |
| Value | Count | Frequency (%) |
| 83.85 | 1 | |
| 83.41 | 1 | |
| 78.77 | 1 | |
| 76.41 | 1 | |
| 72.26 | 1 | |
| 71.76 | 1 | |
| 71.68 | 1 | |
| 70.84 | 1 | |
| 66.06 | 1 | |
| 65.46 | 1 |
| Distinct | 4844 |
|---|---|
| Distinct (%) | 50.9% |
| Missing | 106 |
| Missing (%) | 1.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.53231513 |
| Minimum | -37.66 |
|---|---|
| Maximum | 146.46 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 517 |
| Negative (%) | 5.4% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | -37.66 |
|---|---|
| 5-th percentile | -0.11 |
| Q1 | 6.01 |
| median | 26.135 |
| Q3 | 40.18 |
| 95-th percentile | 57.4205 |
| Maximum | 146.46 |
| Range | 184.12 |
| Interquartile range (IQR) | 34.17 |
Descriptive statistics
| Standard deviation | 20.38165392 |
|---|---|
| Coefficient of variation (CV) | 0.7982689317 |
| Kurtosis | 0.6369689208 |
| Mean | 25.53231513 |
| Median Absolute Deviation (MAD) | 16.835 |
| Skewness | 0.5786136233 |
| Sum | 243067.64 |
| Variance | 415.4118164 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 32 | 0.3% |
| 1.09 | 14 | 0.1% |
| 0.67 | 10 | 0.1% |
| 2.33 | 9 | 0.1% |
| 0.07 | 9 | 0.1% |
| 0.61 | 9 | 0.1% |
| 1.31 | 9 | 0.1% |
| 1.88 | 8 | 0.1% |
| 0.14 | 8 | 0.1% |
| -0.32 | 8 | 0.1% |
| Other values (4834) | 9404 | |
| (Missing) | 106 | 1.1% |
| Value | Count | Frequency (%) |
| -37.66 | 1 | |
| -30.36 | 1 | |
| -29.83 | 1 | |
| -29.69 | 1 | |
| -29.61 | 1 | |
| -29.08 | 1 | |
| -28.9 | 1 | |
| -23.03 | 1 | |
| -19.65 | 1 | |
| -15.94 | 1 |
| Value | Count | Frequency (%) |
| 146.46 | 1 | |
| 145.64 | 1 | |
| 127.92 | 1 | |
| 127.46 | 1 | |
| 126.64 | 1 | |
| 126.57 | 1 | |
| 125.16 | 1 | |
| 123.45 | 1 | |
| 122.91 | 1 | |
| 122.87 | 1 |
| Distinct | 2942 |
|---|---|
| Distinct (%) | 32.0% |
| Missing | 422 |
| Missing (%) | 4.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.17078879 |
| Minimum | -29.38 |
|---|---|
| Maximum | 65.56 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 135 |
| Negative (%) | 1.4% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | -29.38 |
|---|---|
| 5-th percentile | 2.0915 |
| Q1 | 5.46 |
| median | 11.265 |
| Q3 | 16.95 |
| 95-th percentile | 27.4785 |
| Maximum | 65.56 |
| Range | 94.94 |
| Interquartile range (IQR) | 11.49 |
Descriptive statistics
| Standard deviation | 8.276279943 |
|---|---|
| Coefficient of variation (CV) | 0.6800117961 |
| Kurtosis | 1.186144776 |
| Mean | 12.17078879 |
| Median Absolute Deviation (MAD) | 5.765 |
| Skewness | 0.758643739 |
| Sum | 112019.94 |
| Variance | 68.4968097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.18 | 16 | 0.2% |
| 4.69 | 16 | 0.2% |
| 4.81 | 14 | 0.1% |
| 4.29 | 14 | 0.1% |
| 5.75 | 14 | 0.1% |
| 5.5 | 13 | 0.1% |
| 17.57 | 13 | 0.1% |
| 4.72 | 13 | 0.1% |
| 4.45 | 13 | 0.1% |
| 3.87 | 13 | 0.1% |
| Other values (2932) | 9065 | |
| (Missing) | 422 | 4.4% |
| Value | Count | Frequency (%) |
| -29.38 | 1 | |
| -20.11 | 1 | |
| -19.51 | 1 | |
| -19.28 | 1 | |
| -19.27 | 1 | |
| -18.63 | 1 | |
| -18.43 | 1 | |
| -17.35 | 1 | |
| -16.74 | 1 | |
| -16.69 | 1 |
| Value | Count | Frequency (%) |
| 65.56 | 1 | |
| 65.13 | 1 | |
| 55.11 | 1 | |
| 54.7 | 1 | |
| 53.46 | 1 | |
| 51.07 | 1 | |
| 50.65 | 1 | |
| 50.47 | 1 | |
| 49.75 | 1 | |
| 49.55 | 1 |
| Distinct | 2567 |
|---|---|
| Distinct (%) | 28.8% |
| Missing | 704 |
| Missing (%) | 7.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.872851379 |
| Minimum | -23.43 |
|---|---|
| Maximum | 47.54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 121 |
| Negative (%) | 1.3% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | -23.43 |
|---|---|
| 5-th percentile | 1.45 |
| Q1 | 3.74 |
| median | 9.12 |
| Q3 | 14.16 |
| 95-th percentile | 23.3995 |
| Maximum | 47.54 |
| Range | 70.97 |
| Interquartile range (IQR) | 10.42 |
Descriptive statistics
| Standard deviation | 7.080595292 |
|---|---|
| Coefficient of variation (CV) | 0.7171783531 |
| Kurtosis | 0.5194668561 |
| Mean | 9.872851379 |
| Median Absolute Deviation (MAD) | 5.26 |
| Skewness | 0.6910403347 |
| Sum | 88085.58 |
| Variance | 50.13482969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.51 | 20 | 0.2% |
| 1.91 | 18 | 0.2% |
| 2.09 | 17 | 0.2% |
| 3.23 | 16 | 0.2% |
| 3.29 | 15 | 0.2% |
| 2.96 | 15 | 0.2% |
| 2.82 | 15 | 0.2% |
| 3.76 | 15 | 0.2% |
| 3.34 | 14 | 0.1% |
| 3.54 | 14 | 0.1% |
| Other values (2557) | 8763 | |
| (Missing) | 704 | 7.3% |
| Value | Count | Frequency (%) |
| -23.43 | 1 | |
| -18.8 | 1 | |
| -18.19 | 1 | |
| -17.97 | 1 | |
| -16.05 | 1 | |
| -15.51 | 1 | |
| -15.4 | 1 | |
| -15.23 | 1 | |
| -14.88 | 1 | |
| -14.87 | 1 |
| Value | Count | Frequency (%) |
| 47.54 | 1 | |
| 47.15 | 1 | |
| 40.23 | 1 | |
| 39.83 | 1 | |
| 38.47 | 1 | |
| 38.37 | 1 | |
| 38.09 | 1 | |
| 37.98 | 1 | |
| 37.87 | 1 | |
| 37.7 | 1 |
| Distinct | 2059 |
|---|---|
| Distinct (%) | 28.3% |
| Missing | 2343 |
| Missing (%) | 24.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.45523548 |
| Minimum | -19.02 |
|---|---|
| Maximum | 29.02 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 159 |
| Negative (%) | 1.7% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | -19.02 |
|---|---|
| 5-th percentile | 1.101 |
| Q1 | 3.76 |
| median | 8.18 |
| Q3 | 12.53 |
| 95-th percentile | 17.53 |
| Maximum | 29.02 |
| Range | 48.04 |
| Interquartile range (IQR) | 8.77 |
Descriptive statistics
| Standard deviation | 5.485702573 |
|---|---|
| Coefficient of variation (CV) | 0.648793589 |
| Kurtosis | -0.2466504382 |
| Mean | 8.45523548 |
| Median Absolute Deviation (MAD) | 4.4 |
| Skewness | 0.1367624069 |
| Sum | 61579.48 |
| Variance | 30.09293272 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.17 | 15 | 0.2% |
| 3.21 | 15 | 0.2% |
| 3.11 | 14 | 0.1% |
| 2.58 | 13 | 0.1% |
| 2.53 | 13 | 0.1% |
| 11.18 | 12 | 0.1% |
| 11.83 | 12 | 0.1% |
| 4.46 | 12 | 0.1% |
| 9.37 | 12 | 0.1% |
| 3.52 | 12 | 0.1% |
| Other values (2049) | 7153 | |
| (Missing) | 2343 | 24.3% |
| Value | Count | Frequency (%) |
| -19.02 | 1 | |
| -17.2 | 1 | |
| -16.58 | 1 | |
| -16.36 | 1 | |
| -13.98 | 1 | |
| -13.33 | 1 | |
| -13.28 | 1 | |
| -13.14 | 1 | |
| -12.72 | 1 | |
| -12.62 | 1 |
| Value | Count | Frequency (%) |
| 29.02 | 1 | |
| 28.68 | 1 | |
| 25.58 | 1 | |
| 25.53 | 1 | |
| 24.99 | 1 | |
| 24.67 | 1 | |
| 24.62 | 1 | |
| 24.43 | 1 | |
| 24.34 | 1 | |
| 24.15 | 1 |
| Distinct | 1933 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 13 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.796145844 |
| Minimum | -11.74 |
|---|---|
| Maximum | 82.45 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Negative | 149 |
| Negative (%) | 1.5% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | -11.74 |
|---|---|
| 5-th percentile | 1.856 |
| Q1 | 4.65 |
| median | 7.08 |
| Q3 | 10.17 |
| 95-th percentile | 15.014 |
| Maximum | 82.45 |
| Range | 94.19 |
| Interquartile range (IQR) | 5.52 |
Descriptive statistics
| Standard deviation | 5.245337014 |
|---|---|
| Coefficient of variation (CV) | 0.6728115558 |
| Kurtosis | 23.82487388 |
| Mean | 7.796145844 |
| Median Absolute Deviation (MAD) | 2.7 |
| Skewness | 3.142684229 |
| Sum | 74944.35 |
| Variance | 27.51356039 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.26 | 21 | 0.2% |
| 4.94 | 20 | 0.2% |
| 4.85 | 20 | 0.2% |
| 4.8 | 19 | 0.2% |
| 5.51 | 19 | 0.2% |
| 5.53 | 19 | 0.2% |
| 5.16 | 19 | 0.2% |
| 5.34 | 18 | 0.2% |
| 4.66 | 18 | 0.2% |
| 5.1 | 18 | 0.2% |
| Other values (1923) | 9422 |
| Value | Count | Frequency (%) |
| -11.74 | 1 | |
| -11.14 | 1 | |
| -9.08 | 1 | |
| -8.6 | 1 | |
| -8.37 | 1 | |
| -7.75 | 1 | |
| -7.67 | 1 | |
| -7.55 | 1 | |
| -7.2 | 1 | |
| -7.04 | 1 |
| Value | Count | Frequency (%) |
| 82.45 | 1 | |
| 67.12 | 1 | |
| 64.91 | 1 | |
| 64.53 | 2 | |
| 63.04 | 1 | |
| 60.48 | 1 | |
| 57.56 | 1 | |
| 57.1 | 1 | |
| 55.28 | 1 | |
| 54 | 2 |
| Distinct | 370 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.154080519 |
| Minimum | 0 |
|---|---|
| Maximum | 5.25 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.4 |
| Q1 | 0.76 |
| median | 1.05 |
| Q3 | 1.49 |
| 95-th percentile | 2.14 |
| Maximum | 5.25 |
| Range | 5.25 |
| Interquartile range (IQR) | 0.73 |
Descriptive statistics
| Standard deviation | 0.5709649079 |
|---|---|
| Coefficient of variation (CV) | 0.4947357643 |
| Kurtosis | 2.255802745 |
| Mean | 1.154080519 |
| Median Absolute Deviation (MAD) | 0.34 |
| Skewness | 1.047062756 |
| Sum | 11108.025 |
| Variance | 0.3260009261 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 167 | 1.7% |
| 0.75 | 151 | 1.6% |
| 0.9 | 151 | 1.6% |
| 0.95 | 145 | 1.5% |
| 0.85 | 142 | 1.5% |
| 0.7 | 134 | 1.4% |
| 1.05 | 125 | 1.3% |
| 1.15 | 116 | 1.2% |
| 0.8 | 111 | 1.2% |
| 0.99 | 110 | 1.1% |
| Other values (360) | 8273 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 0.015 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.025 | 3 | < 0.1% |
| 0.03 | 5 | 0.1% |
| 0.035 | 6 | 0.1% |
| 0.04 | 5 | 0.1% |
| 0.05 | 18 | |
| 0.055 | 1 | < 0.1% |
| 0.06 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 5.25 | 1 | |
| 4.78 | 1 | |
| 4.74 | 1 | |
| 4.53 | 1 | |
| 4.35 | 1 | |
| 4.23 | 1 | |
| 4.19 | 1 | |
| 4.1 | 1 | |
| 4.03 | 1 | |
| 3.99 | 1 |
| Distinct | 546 |
|---|---|
| Distinct (%) | 5.7% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.412056837 |
| Minimum | 0 |
|---|---|
| Maximum | 46.99 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.46 |
| Q1 | 0.85 |
| median | 1.19 |
| Q3 | 1.7 |
| 95-th percentile | 2.7 |
| Maximum | 46.99 |
| Range | 46.99 |
| Interquartile range (IQR) | 0.85 |
Descriptive statistics
| Standard deviation | 1.33312706 |
|---|---|
| Coefficient of variation (CV) | 0.9441029743 |
| Kurtosis | 263.2903771 |
| Mean | 1.412056837 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 12.10816825 |
| Sum | 13589.635 |
| Variance | 1.777227757 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.05 | 92 | 1.0% |
| 1.04 | 90 | 0.9% |
| 0.95 | 90 | 0.9% |
| 1.1 | 88 | 0.9% |
| 0.92 | 87 | 0.9% |
| 1.02 | 83 | 0.9% |
| 0.98 | 82 | 0.9% |
| 0.96 | 82 | 0.9% |
| 0.99 | 80 | 0.8% |
| 0.94 | 79 | 0.8% |
| Other values (536) | 8771 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 0.015 | 2 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.025 | 3 | < 0.1% |
| 0.03 | 5 | 0.1% |
| 0.035 | 6 | 0.1% |
| 0.04 | 5 | 0.1% |
| 0.05 | 18 | |
| 0.055 | 1 | < 0.1% |
| 0.06 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 46.99 | 1 | |
| 31.89 | 1 | |
| 29.54 | 1 | |
| 25.07 | 1 | |
| 24.97 | 1 | |
| 24.82 | 1 | |
| 24.72 | 1 | |
| 20.93 | 1 | |
| 19.86 | 1 | |
| 19.11 | 1 |
| Distinct | 94 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 524 |
| Missing (%) | 5.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 464.1526038 |
| Minimum | 10 |
|---|---|
| Maximum | 1250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 186 |
| median | 361 |
| Q3 | 631 |
| 95-th percentile | 1250 |
| Maximum | 1250 |
| Range | 1240 |
| Interquartile range (IQR) | 445 |
Descriptive statistics
| Standard deviation | 362.4563677 |
|---|---|
| Coefficient of variation (CV) | 0.7808991369 |
| Kurtosis | -0.2542350248 |
| Mean | 464.1526038 |
| Median Absolute Deviation (MAD) | 209 |
| Skewness | 0.9434778562 |
| Sum | 4224717 |
| Variance | 131374.6185 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1137 | 504 | 5.2% |
| 1250 | 473 | 4.9% |
| 1146 | 461 | 4.8% |
| 631 | 276 | 2.9% |
| 711 | 266 | 2.8% |
| 550 | 236 | 2.5% |
| 669 | 235 | 2.4% |
| 601 | 234 | 2.4% |
| 574 | 226 | 2.3% |
| 687 | 223 | 2.3% |
| Other values (84) | 5968 | |
| (Missing) | 524 | 5.4% |
| Value | Count | Frequency (%) |
| 10 | 6 | 0.1% |
| 16 | 3 | < 0.1% |
| 20 | 10 | 0.1% |
| 24 | 8 | 0.1% |
| 27 | 26 | |
| 30 | 9 | 0.1% |
| 31 | 6 | 0.1% |
| 32 | 12 | 0.1% |
| 33 | 32 | |
| 39 | 25 |
| Value | Count | Frequency (%) |
| 1250 | 473 | |
| 1146 | 461 | |
| 1137 | 504 | |
| 711 | 266 | |
| 687 | 223 | |
| 669 | 235 | |
| 631 | 276 | |
| 601 | 234 | |
| 574 | 226 | |
| 570 | 217 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.271556202 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 13 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.665108774 |
|---|---|
| Coefficient of variation (CV) | 0.3158666455 |
| Kurtosis | -0.5915592103 |
| Mean | 5.271556202 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.3630102343 |
| Sum | 50744 |
| Variance | 2.77258723 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 3293 | |
| 3 | 1330 | |
| 7 | 1314 | 13.7% |
| 5 | 1248 | 13.0% |
| 4 | 1153 | 12.0% |
| 8 | 685 | 7.1% |
| 2 | 508 | 5.3% |
| 9 | 46 | 0.5% |
| 1 | 36 | 0.4% |
| 0 | 13 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 13 | 0.1% |
| 1 | 36 | 0.4% |
| 2 | 508 | 5.3% |
| 3 | 1330 | |
| 4 | 1153 | 12.0% |
| 5 | 1248 | 13.0% |
| 6 | 3293 | |
| 7 | 1314 | 13.7% |
| 8 | 685 | 7.1% |
| 9 | 46 | 0.5% |
| Value | Count | Frequency (%) |
| 9 | 46 | 0.5% |
| 8 | 685 | 7.1% |
| 7 | 1314 | 13.7% |
| 6 | 3293 | |
| 5 | 1248 | 13.0% |
| 4 | 1153 | 12.0% |
| 3 | 1330 | |
| 2 | 508 | 5.3% |
| 1 | 36 | 0.4% |
| 0 | 13 | 0.1% |
std_dev
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 2722 |
|---|---|
| Distinct (%) | 29.7% |
| Missing | 472 |
| Missing (%) | 4.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.54715425 |
| Minimum | 0.18 |
|---|---|
| Maximum | 59.74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | 0.18 |
|---|---|
| 5-th percentile | 2.7765 |
| Q1 | 7.1925 |
| median | 16.08 |
| Q3 | 19.87 |
| 95-th percentile | 26.55 |
| Maximum | 59.74 |
| Range | 59.56 |
| Interquartile range (IQR) | 12.6775 |
Descriptive statistics
| Standard deviation | 8.134948259 |
|---|---|
| Coefficient of variation (CV) | 0.5592123462 |
| Kurtosis | 0.4850435193 |
| Mean | 14.54715425 |
| Median Absolute Deviation (MAD) | 5.92 |
| Skewness | 0.3865247409 |
| Sum | 133164.65 |
| Variance | 66.17738317 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18.48 | 20 | 0.2% |
| 18.41 | 17 | 0.2% |
| 18.43 | 16 | 0.2% |
| 3.69 | 15 | 0.2% |
| 18.81 | 15 | 0.2% |
| 4 | 15 | 0.2% |
| 18.89 | 14 | 0.1% |
| 18.56 | 14 | 0.1% |
| 19.51 | 13 | 0.1% |
| 18.88 | 13 | 0.1% |
| Other values (2712) | 9002 | |
| (Missing) | 472 | 4.9% |
| Value | Count | Frequency (%) |
| 0.18 | 1 | |
| 0.21 | 1 | |
| 0.22 | 1 | |
| 0.31 | 2 | |
| 0.37 | 1 | |
| 0.44 | 1 | |
| 0.48 | 1 | |
| 0.49 | 1 | |
| 0.53 | 1 | |
| 0.54 | 2 |
| Value | Count | Frequency (%) |
| 59.74 | 1 | |
| 59.36 | 1 | |
| 59.26 | 1 | |
| 59.21 | 1 | |
| 56.46 | 1 | |
| 56.44 | 1 | |
| 56.42 | 1 | |
| 56.4 | 1 | |
| 52.84 | 1 | |
| 52.74 | 1 |
| Distinct | 293 |
|---|---|
| Distinct (%) | 3.2% |
| Missing | 472 |
| Missing (%) | 4.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7845488311 |
| Minimum | -2.45 |
|---|---|
| Maximum | 2.61 |
| Zeros | 8 |
| Zeros (%) | 0.1% |
| Negative | 213 |
| Negative (%) | 2.2% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | -2.45 |
|---|---|
| 5-th percentile | 0.19 |
| Q1 | 0.55 |
| median | 0.78 |
| Q3 | 1.03 |
| 95-th percentile | 1.42 |
| Maximum | 2.61 |
| Range | 5.06 |
| Interquartile range (IQR) | 0.48 |
Descriptive statistics
| Standard deviation | 0.3915775838 |
|---|---|
| Coefficient of variation (CV) | 0.4991118057 |
| Kurtosis | 2.825971323 |
| Mean | 0.7845488311 |
| Median Absolute Deviation (MAD) | 0.24 |
| Skewness | -0.4341838013 |
| Sum | 7181.76 |
| Variance | 0.1533330041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.64 | 124 | 1.3% |
| 0.84 | 118 | 1.2% |
| 0.62 | 118 | 1.2% |
| 0.66 | 118 | 1.2% |
| 0.9 | 116 | 1.2% |
| 0.75 | 111 | 1.2% |
| 0.76 | 109 | 1.1% |
| 0.85 | 108 | 1.1% |
| 0.65 | 108 | 1.1% |
| 0.67 | 107 | 1.1% |
| Other values (283) | 8017 | |
| (Missing) | 472 | 4.9% |
| Value | Count | Frequency (%) |
| -2.45 | 1 | |
| -1.79 | 2 | |
| -1.5 | 1 | |
| -1.45 | 1 | |
| -1.44 | 1 | |
| -1.34 | 1 | |
| -1.32 | 1 | |
| -1.31 | 2 | |
| -1.27 | 1 | |
| -1.26 | 2 |
| Value | Count | Frequency (%) |
| 2.61 | 1 | |
| 2.59 | 1 | |
| 2.55 | 1 | |
| 2.45 | 1 | |
| 2.24 | 1 | |
| 2.17 | 1 | |
| 2.14 | 1 | |
| 2.12 | 2 | |
| 2.11 | 2 | |
| 2.09 | 1 |
| Distinct | 436 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 1437 |
| Missing (%) | 14.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7881145439 |
| Minimum | -21 |
|---|---|
| Maximum | 8.75 |
| Zeros | 8 |
| Zeros (%) | 0.1% |
| Negative | 292 |
| Negative (%) | 3.0% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | -21 |
|---|---|
| 5-th percentile | 0.24 |
| Q1 | 0.82 |
| median | 0.96 |
| Q3 | 1.05 |
| 95-th percentile | 1.29 |
| Maximum | 8.75 |
| Range | 29.75 |
| Interquartile range (IQR) | 0.23 |
Descriptive statistics
| Standard deviation | 1.218248074 |
|---|---|
| Coefficient of variation (CV) | 1.545775399 |
| Kurtosis | 104.8637156 |
| Mean | 0.7881145439 |
| Median Absolute Deviation (MAD) | 0.11 |
| Skewness | -8.889376219 |
| Sum | 6453.87 |
| Variance | 1.484128369 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 380 | 3.9% |
| 0.99 | 269 | 2.8% |
| 0.97 | 262 | 2.7% |
| 1.01 | 245 | 2.5% |
| 1.02 | 237 | 2.5% |
| 0.92 | 225 | 2.3% |
| 0.98 | 222 | 2.3% |
| 0.95 | 213 | 2.2% |
| 0.96 | 213 | 2.2% |
| 1.03 | 207 | 2.2% |
| Other values (426) | 5716 | |
| (Missing) | 1437 | 14.9% |
| Value | Count | Frequency (%) |
| -21 | 2 | |
| -20.98 | 1 | |
| -16.71 | 1 | |
| -16.58 | 1 | |
| -14.8 | 1 | |
| -14.68 | 1 | |
| -14.6 | 1 | |
| -14.57 | 1 | |
| -14.56 | 1 | |
| -14.55 | 1 |
| Value | Count | Frequency (%) |
| 8.75 | 1 | |
| 8.73 | 1 | |
| 5.05 | 1 | |
| 5.03 | 1 | |
| 4.49 | 1 | |
| 4 | 2 | |
| 3.96 | 1 | |
| 3.88 | 1 | |
| 3.86 | 1 | |
| 3.58 | 1 |
| Distinct | 101 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 1437 |
| Missing (%) | 14.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.80588106 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 119 |
| Zeros (%) | 1.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.05 |
| Q1 | 0.81 |
| median | 0.93 |
| Q3 | 0.97 |
| 95-th percentile | 0.99 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.16 |
Descriptive statistics
| Standard deviation | 0.2823115313 |
|---|---|
| Coefficient of variation (CV) | 0.350314141 |
| Kurtosis | 2.202619972 |
| Mean | 0.80588106 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | -1.890071554 |
| Sum | 6599.36 |
| Variance | 0.0796998007 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.98 | 788 | 8.2% |
| 0.97 | 711 | 7.4% |
| 0.99 | 693 | 7.2% |
| 0.96 | 649 | 6.7% |
| 0.95 | 568 | 5.9% |
| 0.94 | 466 | 4.8% |
| 0.93 | 304 | 3.2% |
| 0.92 | 302 | 3.1% |
| 0.91 | 262 | 2.7% |
| 0.89 | 194 | 2.0% |
| Other values (91) | 3252 | |
| (Missing) | 1437 |
| Value | Count | Frequency (%) |
| 0 | 119 | |
| 0.01 | 73 | |
| 0.02 | 74 | |
| 0.03 | 61 | |
| 0.04 | 63 | |
| 0.05 | 37 | 0.4% |
| 0.06 | 38 | 0.4% |
| 0.07 | 40 | 0.4% |
| 0.08 | 31 | 0.3% |
| 0.09 | 27 | 0.3% |
| Value | Count | Frequency (%) |
| 1 | 193 | 2.0% |
| 0.99 | 693 | |
| 0.98 | 788 | |
| 0.97 | 711 | |
| 0.96 | 649 | |
| 0.95 | 568 | |
| 0.94 | 466 | |
| 0.93 | 304 | 3.2% |
| 0.92 | 302 | 3.1% |
| 0.91 | 262 | 2.7% |
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 245593.3602 |
| Minimum | 0 |
|---|---|
| Maximum | 9999999.99 |
| Zeros | 467 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 250 |
| Q1 | 2500 |
| median | 2500 |
| Q3 | 5000 |
| 95-th percentile | 1000000 |
| Maximum | 9999999.99 |
| Range | 9999999.99 |
| Interquartile range (IQR) | 2500 |
Descriptive statistics
| Standard deviation | 838146.2083 |
|---|---|
| Coefficient of variation (CV) | 3.412739691 |
| Kurtosis | 42.54593872 |
| Mean | 245593.3602 |
| Median Absolute Deviation (MAD) | 1000 |
| Skewness | 5.780646942 |
| Sum | 2363590499 |
| Variance | 7.024890664 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2500 | 4548 | |
| 1000 | 1331 | 13.8% |
| 1000000 | 802 | 8.3% |
| 100000 | 510 | 5.3% |
| 0 | 467 | 4.9% |
| 250 | 294 | 3.1% |
| 5000 | 285 | 3.0% |
| 250000 | 211 | 2.2% |
| 3000 | 190 | 2.0% |
| 10000 | 178 | 1.8% |
| Other values (18) | 808 | 8.4% |
| Value | Count | Frequency (%) |
| 0 | 467 | 4.9% |
| 250 | 294 | 3.1% |
| 500 | 27 | 0.3% |
| 1000 | 1331 | 13.8% |
| 1500 | 98 | 1.0% |
| 2000 | 50 | 0.5% |
| 2500 | 4548 | |
| 3000 | 190 | 2.0% |
| 3500 | 1 | < 0.1% |
| 4000 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 9999999.99 | 14 | 0.1% |
| 5000000 | 169 | 1.8% |
| 3000000 | 14 | 0.1% |
| 2500000 | 19 | 0.2% |
| 2000000 | 156 | 1.6% |
| 1500000 | 1 | < 0.1% |
| 1000000 | 802 | |
| 500000 | 96 | 1.0% |
| 250000 | 211 | 2.2% |
| 100000 | 510 |
| Distinct | 6627 |
|---|---|
| Distinct (%) | 72.2% |
| Missing | 448 |
| Missing (%) | 4.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.1165819948 |
| Minimum | 0 |
|---|---|
| Maximum | 24.01277074 |
| Zeros | 517 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 75.3 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.01388297925 |
| median | 0.03448 |
| Q3 | 0.118995 |
| 95-th percentile | 0.38383 |
| Maximum | 24.01277074 |
| Range | 24.01277074 |
| Interquartile range (IQR) | 0.1051120207 |
Descriptive statistics
| Standard deviation | 0.4992803289 |
|---|---|
| Coefficient of variation (CV) | 4.282653852 |
| Kurtosis | 1722.02442 |
| Mean | 0.1165819948 |
| Median Absolute Deviation (MAD) | 0.02918 |
| Skewness | 37.00553154 |
| Sum | 1069.989548 |
| Variance | 0.2492808469 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 517 | 5.4% |
| 8.494 × 10-6 | 35 | 0.4% |
| 0.01 | 25 | 0.3% |
| 0.02 | 18 | 0.2% |
| 0.001 | 18 | 0.2% |
| 0.1 | 17 | 0.2% |
| 0.018 | 15 | 0.2% |
| 0.006 | 14 | 0.1% |
| 0.015 | 14 | 0.1% |
| 0.022 | 13 | 0.1% |
| Other values (6617) | 8492 | |
| (Missing) | 448 | 4.7% |
| Value | Count | Frequency (%) |
| 0 | 517 | |
| 3 × 10-9 | 1 | < 0.1% |
| 1.6 × 10-8 | 1 | < 0.1% |
| 2.1 × 10-8 | 1 | < 0.1% |
| 3.2 × 10-8 | 1 | < 0.1% |
| 4.8 × 10-8 | 1 | < 0.1% |
| 1.4 × 10-7 | 1 | < 0.1% |
| 3.1 × 10-7 | 1 | < 0.1% |
| 7.15 × 10-7 | 1 | < 0.1% |
| 1.097 × 10-6 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 24.01277074 | 3 | |
| 5.448779835 | 3 | |
| 4.713938 | 1 | < 0.1% |
| 3.9657 | 1 | < 0.1% |
| 3.6126 | 1 | < 0.1% |
| 3.5447 | 1 | < 0.1% |
| 3.480047082 | 3 | |
| 3.2365 | 1 | < 0.1% |
| 3.1458 | 1 | < 0.1% |
| 3.0308 | 1 | < 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| name | morningstar_category | ytdDaily | yr1 | yr3 | yr5 | yr10 | life_of_fund | net_expense_ratio | gross_expense_ratio | morningstar_rating_overall | risk | std_dev | sharpe_ratio_3_yr | beta | r2 | minimum_investment | last_dividend | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Baron Partners Fund Institutional Shares (BPTIX) | Large Growth | 44.60 | 110.27 | 65.56 | 47.54 | 29.02 | 27.02 | 1.30 | 1.30 | 1137.0 | 6 | 40.41 | 1.60 | 1.51 | 0.63 | 1000000.0 | 0.2224 |
| 1 | Baron Partners Fund Retail Shares (BPTRX) | Large Growth | 44.28 | 109.72 | 65.13 | 47.15 | 28.68 | 20.45 | 1.56 | 1.56 | 1137.0 | 6 | 40.39 | 1.59 | 1.51 | 0.63 | 2500.0 | 0.1243 |
| 2 | Morgan Stanley Institutional Fund, Inc. Inception Portfolio Class I (MSSGX) | Small Growth | 20.05 | 81.15 | 55.11 | 38.37 | 22.37 | 14.14 | 1.00 | 1.19 | 574.0 | 7 | 40.44 | 1.34 | 1.40 | 0.71 | 5000000.0 | 0.0000 |
| 3 | Morgan Stanley Institutional Fund, Inc. Inception Portfolio Class A (MSSMX) | Small Growth | 19.75 | 80.67 | 54.70 | 37.98 | 22.01 | 13.83 | 1.35 | 1.45 | 574.0 | 7 | 40.48 | 1.32 | 1.40 | 0.71 | 2500.0 | 0.0000 |
| 4 | Morgan Stanley Institutional Fund, Inc. Inception Portfolio Class C (MSCOX) | Small Growth | NaN | 79.39 | 53.46 | 36.90 | 21.11 | 13.00 | 2.10 | 2.27 | 574.0 | 7 | 40.42 | 1.30 | 1.40 | 0.71 | 2500.0 | NaN |
| 5 | Baron Focused Growth Fund Institutional Shares (BFGIX) | Mid-Cap Growth | 29.85 | 78.53 | 51.07 | 37.87 | 21.75 | 21.12 | 1.07 | 1.07 | 550.0 | 6 | 33.96 | 1.47 | 1.16 | 0.62 | 1000000.0 | 0.0029 |
| 6 | Baron Focused Growth Fund Retail Shares (BFGFX) | Mid-Cap Growth | 29.55 | 78.01 | 50.65 | 37.51 | 21.45 | 16.53 | 1.35 | 1.35 | 550.0 | 6 | 33.95 | 1.46 | 1.16 | 0.62 | 2500.0 | 0.0010 |
| 7 | Jacob Internet Investor Class (JAMFX) | Technology | 38.57 | 89.63 | 50.47 | 35.27 | 23.37 | 4.38 | 2.50 | 2.50 | 216.0 | 7 | 33.61 | 1.47 | 1.36 | 0.56 | 2500.0 | 0.0000 |
| 8 | Shelton Green Alpha Fund (NEXTX) | Mid-Cap Growth | 13.31 | 56.37 | 49.75 | 30.02 | NaN | 21.12 | 1.28 | 1.28 | 550.0 | 6 | 30.08 | 1.62 | 1.38 | 0.68 | 2500.0 | 0.0175 |
| 9 | Morgan Stanley Institutional Fund Trust Discovery Portfolio Class I (MPEGX) | Mid-Cap Growth | 8.67 | 33.40 | 49.55 | 40.23 | 20.95 | 15.49 | 0.74 | 0.74 | 550.0 | 6 | 30.89 | 1.57 | 1.22 | 0.70 | 5000000.0 | 0.0000 |
Last rows
| name | morningstar_category | ytdDaily | yr1 | yr3 | yr5 | yr10 | life_of_fund | net_expense_ratio | gross_expense_ratio | morningstar_rating_overall | risk | std_dev | sharpe_ratio_3_yr | beta | r2 | minimum_investment | last_dividend | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9616 | Wells Fargo Special International Small Cap Fund Institutional Class (WICIX) | Foreign Small/Mid Blend | 17.99 | 35.00 | NaN | NaN | NaN | 15.99 | 1.05 | 5.79 | NaN | 7 | NaN | NaN | NaN | NaN | 1000000.0 | 0.04028 |
| 9617 | Westwood Quality AllCap Fund Institutional Shares (WQAIX) | Large Value | 5.31 | NaN | NaN | NaN | NaN | 5.90 | 0.65 | 1.23 | NaN | 6 | NaN | NaN | NaN | NaN | 100000.0 | NaN |
| 9618 | Westwood SmallCap Growth Fund Institutional Shares (WSCIX) | Small Growth | 8.09 | NaN | NaN | NaN | NaN | 2.60 | 0.75 | 10.25 | NaN | 7 | NaN | NaN | NaN | NaN | 100000.0 | NaN |
| 9619 | William Blair China Growth Fund Class I (WICGX) | China Region | 1.80 | NaN | NaN | NaN | NaN | 2.80 | 1.05 | 1.25 | NaN | 8 | NaN | NaN | NaN | NaN | 500000.0 | NaN |
| 9620 | William Blair Emerging Markets Debt Fund Class I (WEDIX) | Emerging Markets Bond | 0.50 | NaN | NaN | NaN | NaN | 0.19 | 0.70 | 0.90 | NaN | 5 | NaN | NaN | NaN | NaN | 500000.0 | 0.03953 |
| 9621 | William Blair Small-Mid Cap Core Fund Class I (WBCIX) | Small Blend | 31.29 | 56.96 | NaN | NaN | NaN | 26.96 | 0.95 | 1.22 | NaN | 7 | NaN | NaN | NaN | NaN | 500000.0 | 0.00658 |
| 9622 | X-Square Balanced Fund, LLC Class A (SQBFX) | Allocation--50% to 70% Equity | NaN | 17.56 | NaN | NaN | NaN | 12.21 | 2.76 | 13.08 | NaN | 5 | NaN | NaN | NaN | NaN | 5000.0 | 0.12000 |
| 9623 | X-Square Balanced Fund, LLC Class C (SQCBX) | Allocation--50% to 70% Equity | NaN | 16.65 | NaN | NaN | NaN | 11.36 | 3.51 | 14.82 | NaN | 5 | NaN | NaN | NaN | NaN | 5000.0 | 0.12000 |
| 9624 | X-Square Balanced Fund, LLC Institutional Class (SQBIX) | Allocation--50% to 70% Equity | NaN | 17.79 | NaN | NaN | NaN | 12.48 | 2.51 | 12.01 | NaN | 5 | NaN | NaN | NaN | NaN | 100000.0 | 0.12000 |
| 9625 | Zeo Sustainable Credit Fund Class I (ZSRIX) | Multisector Bond | 4.93 | 7.84 | NaN | NaN | NaN | 2.17 | 0.99 | 1.66 | NaN | 4 | NaN | NaN | NaN | NaN | 5000.0 | 0.05280 |